Course curriculum

  • 1

    Introduction to Generative AI

    • Introduction to Generative AI
  • 2

    Introduction to Generative AI

    • What is Generative AI?

    • Generative AI vs Non-Generative AI

    • Applications of Generative AI

    • Quiz
  • 3

    Generative AI for Text

    • Understanding Text Data

    • Introduction to Generative AI for Text

    • Overview of ChatGPT

    • ChatGPT in Action for Text Generation

    • Using Google Bard for Text Generation

    • Quiz
  • 4

    Generative AI for Images

    • Introduction to AI for Image Generation

    • Introduction to Stable Diffusion AI Models

    • Overview of DreamStudio Platform

    • Generating Images with Stable Diffusion

    • Editing Images with Stable Diffusion

    • Prompt Engineering for Image Generation

    • Challenges in Generative AI for Images

    • Quiz
  • 5

    Generative AI for Enterprises

    • What is Enterprise AI

    • Regular AI vs Enterprise AI

    • Introduction to Generative AI for Enterprises

    • Benefits of Generative AI in Business

    • Overcoming Challenges in Adopting Generative AI

    • Quiz
  • 6

    Generative AI for Public Services

    • Relevance of Generative AI for Public Services

    • Benefits of Implementing Generative AI in Public Services

    • Structure of a Generative AI Project

    • Generative AI in Education

    • Generative AI in Healthcare

    • Generative AI in Tourism

    • Challenges and Solutions in Applying Generative AI to Public Services

    • Quiz
  • 7

    Data Privacy in AI

    • Data Privacy Risks in Generative AI Systems

    • Mitigating Data Leakage using Data Masking

    • Using Private Generative AI Models

    • Privacy by Design in AI

    • Implementing a Data Privacy Culture

    • Quiz
  • 8

    Prompt Engineering for Text Analysis

    • Prompt engineering for Text Summarization

    • Prompt engineering for Information Extraction

    • Prompt engineering for Question Answering

    • Prompt engineering for Text Classification

    • Prompt engineering for Code Generation

    • Prompt engineering for Paraphrasing

    • Analyzing and Evaluating Prompt Performance

    • Quiz
  • 9

    Upcoming Trends in Generative AI

    • Generative AI for Sound

    • Generative AI for Videos

    • Other Gen AI Trends
  • 10

    Getting Started with LLM

    • Hugging Face

    • Overview of LLAMA2 and Gemma

    • Fine tunning Gemma
  • 11

    Study Material

    • Study Material